2015
Grid multi-category response logistic models
Wu Y, Jiang X, Wang S, Jiang W, Li P, Ohno-Machado L. Grid multi-category response logistic models. BMC Medical Informatics And Decision Making 2015, 15: 10. PMID: 25886151, PMCID: PMC4342889, DOI: 10.1186/s12911-015-0133-y.Peer-Reviewed Original ResearchConceptsGrid modelLikelihood estimation problemClassification performance evaluationReal data setsGrid computingEstimation problemTypes of modelsGrid computationGrid methodPrivacyResponse modelCentralized modelMulti-center dataSuch decompositionsFit assessmentFitting methodLinear modelPerformance evaluationModel constructionData setsModel assumptionsIndividual observationsPractical solutionComputationResultsSimulation results
2014
Development of a Web Service for Analysis in a Distributed Network
Jiang X, Wu Y, Marsolo K, Ohno-Machado L. Development of a Web Service for Analysis in a Distributed Network. Healthcare 2014, 2: 1053. PMID: 25848586, PMCID: PMC4371401, DOI: 10.13063/2327-9214.1053.Peer-Reviewed Original ResearchWeb servicesCross-platform deploymentSoftware development processUser interface developmentNetwork security personnelUser interface designDevelopment processProject management systemGoogle CodeApache SubversionInterface developmentUser experiencePlatform deploymentSystem testingFunctional specificationManagement systemPotential usersSecurity personnelAlgorithm validationConcept proofDevelopment approachData analysisFeasibility of buildingModel constructionUsers